Kenneth Minishi

Key Skills

Software

Remotasks

CloudFactory

Toloka

Telus

Top Subject Matter

Hospitality Managment

Football

Spirituality- Christianity

Top Data Types

Image

Video

Top Task Types

Bounding Box

Classification

Transcription

Data Collection

Freelancer Overview

Data Annotation Tasker. Brings 14+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Remotasks and CloudFactory. Education includes Certificate, ALX (2024) and Bachelor of Science, Strathmore University. AI-training focus includes data types such as Image and Video and labeling workflows including Bounding Box and Classification.

Labeling Experience

Annotator

VideoData Collection

Provided video data of head movements for AI collection while using the Toloka and Telus platforms

Provided video data of head movements for AI collection while using the Toloka and Telus platforms

2023 - 2024

Audio transcriber

AudioTranscription

With GoTranscript.com and Verbit.ai, I provided typed transcripts consistent with the audio/video clips I listened to on a consistently timely basis in response to client desires. Eliminated at least 90% of AI-generated transcript phonetic mistakes by acutely listening to the source clips and proof-reading the transcripts resulting in a satisfaction rating averaging 4/5 per transciption job.

With GoTranscript.com and Verbit.ai, I provided typed transcripts consistent with the audio/video clips I listened to on a consistently timely basis in response to client desires. Eliminated at least 90% of AI-generated transcript phonetic mistakes by acutely listening to the source clips and proof-reading the transcripts resulting in a satisfaction rating averaging 4/5 per transciption job.

2018 - 2022

Data Annotation Tasker

RemotasksImageBounding Box

I provided annotation of specific elements within photographs by drawing boxes or polygons around vehicles, street signs, and people to improve AI recognition capabilities. These labeling tasks were performed to train and enhance computer vision models for object detection in real time. My work required precise delineation and consistent attention to detail according to project guidelines. • Annotated thousands of images on the Remotasks platform • Focused on accuracy and adherence to quality standards • Contributed to AI datasets for real-world applications • Gained experience with a range of annotation tools

I provided annotation of specific elements within photographs by drawing boxes or polygons around vehicles, street signs, and people to improve AI recognition capabilities. These labeling tasks were performed to train and enhance computer vision models for object detection in real time. My work required precise delineation and consistent attention to detail according to project guidelines. • Annotated thousands of images on the Remotasks platform • Focused on accuracy and adherence to quality standards • Contributed to AI datasets for real-world applications • Gained experience with a range of annotation tools

2019 - 2021

Video Data Analyst

CloudfactoryVideoClassification

I provided data classification of American football game segments by watching video clips and categorizing tactical formations or describing play-by-play actions. This work supported the labeling and structuring of video data for downstream analytical and machine learning applications. Responsibilities included ensuring quality and consistency of labels across a diverse video dataset. • Worked with sports footage requiring domain-specific knowledge • Labeled hundreds of unique video segments for client datasets • Ensured meeting the labeling criteria and client timelines • Used CloudFactory software and proprietary tools for annotation

I provided data classification of American football game segments by watching video clips and categorizing tactical formations or describing play-by-play actions. This work supported the labeling and structuring of video data for downstream analytical and machine learning applications. Responsibilities included ensuring quality and consistency of labels across a diverse video dataset. • Worked with sports footage requiring domain-specific knowledge • Labeled hundreds of unique video segments for client datasets • Ensured meeting the labeling criteria and client timelines • Used CloudFactory software and proprietary tools for annotation

2018 - 2018

Education

Work History